Title :
An intelligent admission control scheme for next generation wireless systems using distributed genetic algorithms
Author :
Karabudak, Dilek ; Hung, Chih-Cheng ; Bing, Benny
Author_Institution :
Sch. of Comput. & Software Eng., Southern Polytech. State Univ., USA
Abstract :
A different variety of services requiring different levels of quality of service (QoS) need be addressed for mobile users of the next generation wireless system (NGWS). An efficient handoff technique with intelligent admission control can accomplish this aim. In this paper, a new, intelligent handoff scheme using distributed genetic algorithms (DGA) is proposed for NGWS. This scheme uses DGA to achieve high network utilization, minimum cost and handoff latency. A performance analysis is provided to assess the efficiency of the proposed DGA scheme. Simulation results show a significant improvement in handoff latencies and costs over traditional genetic algorithms and other admission control schemes.
Keywords :
Markov processes; artificial intelligence; genetic algorithms; mobile radio; quality of service; telecommunication congestion control; DGA; NGWS; QoS; distributed genetic algorithm; handoff technique; intelligent admission control; next generation wireless system; quality of service; Admission control; Cost function; Delay; Dissolved gas analysis; Distributed computing; Genetic algorithms; Intelligent control; Performance analysis; Quality of service; Wireless networks;
Conference_Titel :
Wireless Communications and Networking Conference, 2004. WCNC. 2004 IEEE
Print_ISBN :
0-7803-8344-3
DOI :
10.1109/WCNC.2004.1311817